{"id":"W4391228255","doi":"10.32388/a5fyoy","title":"Review of: \"According to Nano molecular memory, there is a high potential for activity in this field\"","year":2024,"lang":"en","type":"preprint","venue":"Qeios","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Nano-; Field (mathematics); Nanotechnology; Computer science; Materials science; Mathematics; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002406504,0.0006724694,0.001126538,0.002560531,0.0007078099,0.002255153,0.001851049,0.002845701,0.0147016],"category_scores_gemma":[0.01119492,0.000268813,0.0005926532,0.003185896,0.001579359,0.003058227,0.001566618,0.00385462,0.01348829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001947143,"about_ca_system_score_gemma":0.004453334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002445668,"about_ca_topic_score_gemma":0.006050297,"domain_scores_codex":[0.9988104,0.0002563341,0.0001479974,0.0001649213,0.0005365203,0.00008378466],"domain_scores_gemma":[0.9920615,0.003090458,0.0005805881,0.0002433588,0.00341148,0.0006126096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002456028,0.000005719648,0.00003864747,0.001464843,0.00001597662,0.000025695,0.0000189739,0.00004451989,0.000154421,0.004133651,0.9491693,0.04490363],"study_design_scores_gemma":[0.000004614062,0.000008423095,0.0001000263,0.0005222279,0.00001186359,0.0000641081,0.00001228005,0.00002621734,0.0001086488,0.00121813,0.9979183,0.000005184589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003805143,0.5296537,0.002686747,0.2395228,0.2051619,0.00007221723,0.001750016,0.0001823297,0.02058974],"genre_scores_gemma":[0.005259582,0.6174961,0.003252154,0.1923374,0.1123265,0.0001692292,0.002070484,0.0002566356,0.06683181],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0147016,"threshold_uncertainty_score":0.04918176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279001795672265,"score_gpt":0.3432494844581791,"score_spread":0.3204594665014565,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}